ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k11_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5941
• Qwk: 0.2941
• Mse: 0.5941
• Rmse: 0.7708

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0308	2	3.2714	-0.0126	3.2714	1.8087
No log	0.0615	4	1.6127	-0.0070	1.6127	1.2699
No log	0.0923	6	1.1352	0.0	1.1352	1.0655
No log	0.1231	8	0.9793	0.0698	0.9793	0.9896
No log	0.1538	10	0.9471	0.0	0.9471	0.9732
No log	0.1846	12	1.2321	0.0	1.2321	1.1100
No log	0.2154	14	1.4177	0.0	1.4177	1.1907
No log	0.2462	16	1.5010	0.0	1.5010	1.2252
No log	0.2769	18	1.1737	0.0	1.1737	1.0834
No log	0.3077	20	1.0762	0.0	1.0762	1.0374
No log	0.3385	22	1.0355	0.0078	1.0355	1.0176
No log	0.3692	24	0.7559	0.1691	0.7559	0.8694
No log	0.4	26	0.8147	0.0823	0.8147	0.9026
No log	0.4308	28	1.0569	0.0843	1.0569	1.0281
No log	0.4615	30	0.8729	0.1453	0.8729	0.9343
No log	0.4923	32	0.9222	0.1169	0.9222	0.9603
No log	0.5231	34	1.0784	-0.0510	1.0784	1.0384
No log	0.5538	36	1.2671	0.0038	1.2671	1.1257
No log	0.5846	38	1.1583	-0.0233	1.1583	1.0762
No log	0.6154	40	0.8189	0.0707	0.8189	0.9049
No log	0.6462	42	0.6980	-0.0435	0.6980	0.8355
No log	0.6769	44	0.6834	-0.1594	0.6834	0.8267
No log	0.7077	46	0.7358	-0.0424	0.7358	0.8578
No log	0.7385	48	1.0039	0.0201	1.0039	1.0019
No log	0.7692	50	1.1330	0.1111	1.1330	1.0644
No log	0.8	52	0.9609	0.0288	0.9609	0.9802
No log	0.8308	54	0.7850	0.1351	0.7850	0.8860
No log	0.8615	56	0.7555	0.0647	0.7555	0.8692
No log	0.8923	58	0.8550	0.0333	0.8550	0.9247
No log	0.9231	60	1.1359	0.0745	1.1359	1.0658
No log	0.9538	62	1.0862	0.0843	1.0862	1.0422
No log	0.9846	64	0.7877	0.1781	0.7877	0.8875
No log	1.0154	66	0.6056	0.1195	0.6056	0.7782
No log	1.0462	68	0.6196	0.1515	0.6196	0.7872
No log	1.0769	70	0.9740	0.1220	0.9740	0.9869
No log	1.1077	72	1.2766	0.0038	1.2766	1.1299
No log	1.1385	74	1.1936	0.0	1.1936	1.0925
No log	1.1692	76	1.0032	0.0345	1.0032	1.0016
No log	1.2	78	0.7062	0.0345	0.7062	0.8403
No log	1.2308	80	0.6017	0.0388	0.6017	0.7757
No log	1.2615	82	0.6189	0.0303	0.6189	0.7867
No log	1.2923	84	0.8518	0.0739	0.8518	0.9229
No log	1.3231	86	1.4503	0.0681	1.4503	1.2043
No log	1.3538	88	1.3073	0.0681	1.3073	1.1434
No log	1.3846	90	0.8195	0.1321	0.8195	0.9053
No log	1.4154	92	0.5954	0.1020	0.5954	0.7716
No log	1.4462	94	0.6992	0.1908	0.6992	0.8362
No log	1.4769	96	0.6155	0.2298	0.6155	0.7846
No log	1.5077	98	0.6325	0.2670	0.6325	0.7953
No log	1.5385	100	1.1837	0.0843	1.1837	1.0880
No log	1.5692	102	1.3216	0.0431	1.3216	1.1496
No log	1.6	104	1.3400	0.0388	1.3400	1.1576
No log	1.6308	106	1.0139	0.1220	1.0139	1.0070
No log	1.6615	108	0.5868	0.3089	0.5868	0.7660
No log	1.6923	110	0.5282	0.2516	0.5282	0.7267
No log	1.7231	112	0.5252	0.3865	0.5252	0.7247
No log	1.7538	114	0.5678	0.3575	0.5678	0.7536
No log	1.7846	116	0.5771	0.3263	0.5771	0.7597
No log	1.8154	118	0.6288	0.3161	0.6288	0.7930
No log	1.8462	120	0.8498	0.2153	0.8498	0.9218
No log	1.8769	122	0.6809	0.3161	0.6809	0.8251
No log	1.9077	124	0.7143	0.1304	0.7143	0.8452
No log	1.9385	126	0.8262	0.2566	0.8262	0.9089
No log	1.9692	128	0.7010	0.1619	0.7010	0.8373
No log	2.0	130	0.8087	0.1323	0.8087	0.8993
No log	2.0308	132	0.9985	0.1366	0.9985	0.9993
No log	2.0615	134	0.8039	0.1579	0.8039	0.8966
No log	2.0923	136	0.7089	0.1917	0.7089	0.8419
No log	2.1231	138	0.7164	0.1841	0.7164	0.8464
No log	2.1538	140	0.6939	0.1414	0.6939	0.8330
No log	2.1846	142	0.6746	0.2421	0.6746	0.8214
No log	2.2154	144	0.6724	0.1910	0.6724	0.8200
No log	2.2462	146	0.7161	0.2081	0.7161	0.8462
No log	2.2769	148	0.7314	0.2079	0.7314	0.8552
No log	2.3077	150	0.7402	0.2381	0.7402	0.8604
No log	2.3385	152	0.7646	0.2381	0.7646	0.8744
No log	2.3692	154	0.8288	0.1570	0.8288	0.9104
No log	2.4	156	1.2326	0.1587	1.2326	1.1102
No log	2.4308	158	1.2978	0.1480	1.2978	1.1392
No log	2.4615	160	0.8405	0.1493	0.8405	0.9168
No log	2.4923	162	0.6561	0.3793	0.6561	0.8100
No log	2.5231	164	0.6994	0.2881	0.6994	0.8363
No log	2.5538	166	0.6565	0.3067	0.6565	0.8102
No log	2.5846	168	0.6499	0.3469	0.6499	0.8062
No log	2.6154	170	0.7649	0.2830	0.7649	0.8746
No log	2.6462	172	0.8761	0.1848	0.8761	0.9360
No log	2.6769	174	0.7016	0.2621	0.7016	0.8376
No log	2.7077	176	0.6390	0.2390	0.6390	0.7994
No log	2.7385	178	0.6938	0.2963	0.6938	0.8329
No log	2.7692	180	0.5831	0.2746	0.5831	0.7636
No log	2.8	182	0.5788	0.2842	0.5788	0.7608
No log	2.8308	184	0.7518	0.1848	0.7518	0.8671
No log	2.8615	186	0.8566	0.2150	0.8566	0.9255
No log	2.8923	188	0.6830	0.2233	0.6830	0.8265
No log	2.9231	190	0.6414	0.2637	0.6414	0.8009
No log	2.9538	192	0.6456	0.2727	0.6456	0.8035
No log	2.9846	194	0.6526	0.2941	0.6526	0.8079
No log	3.0154	196	0.7173	0.24	0.7173	0.8470
No log	3.0462	198	0.7125	0.2410	0.7125	0.8441
No log	3.0769	200	0.6695	0.3061	0.6695	0.8182
No log	3.1077	202	0.6410	0.2432	0.6410	0.8006
No log	3.1385	204	0.6478	0.2432	0.6478	0.8049
No log	3.1692	206	0.7300	0.1921	0.7300	0.8544
No log	3.2	208	0.9066	0.1718	0.9066	0.9522
No log	3.2308	210	0.8079	0.2075	0.8079	0.8988
No log	3.2615	212	0.6820	0.3118	0.6820	0.8258
No log	3.2923	214	0.6971	0.2577	0.6971	0.8349
No log	3.3231	216	0.6925	0.3149	0.6925	0.8322
No log	3.3538	218	0.8109	0.1527	0.8109	0.9005
No log	3.3846	220	0.8299	0.1845	0.8299	0.9110
No log	3.4154	222	0.8329	0.1845	0.8329	0.9126
No log	3.4462	224	0.6947	0.2086	0.6947	0.8335
No log	3.4769	226	0.7667	0.1321	0.7667	0.8756
No log	3.5077	228	0.7562	0.1256	0.7562	0.8696
No log	3.5385	230	0.6853	0.2990	0.6853	0.8278
No log	3.5692	232	0.8382	0.2233	0.8382	0.9155
No log	3.6	234	0.8522	0.2157	0.8522	0.9231
No log	3.6308	236	0.6912	0.2653	0.6912	0.8314
No log	3.6615	238	0.6592	0.4167	0.6592	0.8119
No log	3.6923	240	0.6312	0.2527	0.6312	0.7945
No log	3.7231	242	0.6139	0.3191	0.6139	0.7835
No log	3.7538	244	0.6074	0.2174	0.6074	0.7794
No log	3.7846	246	0.5850	0.3191	0.5850	0.7649
No log	3.8154	248	0.5772	0.3591	0.5772	0.7598
No log	3.8462	250	0.5792	0.3508	0.5792	0.7610
No log	3.8769	252	0.6122	0.2787	0.6122	0.7824
No log	3.9077	254	0.6389	0.2340	0.6389	0.7993
No log	3.9385	256	0.6065	0.3831	0.6065	0.7788
No log	3.9692	258	0.6513	0.3089	0.6513	0.8070
No log	4.0	260	0.6280	0.3191	0.6280	0.7925
No log	4.0308	262	0.6086	0.3730	0.6086	0.7801
No log	4.0615	264	0.5936	0.3684	0.5936	0.7704
No log	4.0923	266	0.6231	0.2350	0.6231	0.7893
No log	4.1231	268	0.5941	0.3224	0.5941	0.7708
No log	4.1538	270	0.6375	0.3730	0.6375	0.7985
No log	4.1846	272	0.6437	0.3730	0.6437	0.8023
No log	4.2154	274	0.6582	0.3730	0.6582	0.8113
No log	4.2462	276	0.6301	0.3073	0.6301	0.7938
No log	4.2769	278	0.6130	0.3118	0.6130	0.7829
No log	4.3077	280	0.6138	0.3149	0.6138	0.7835
No log	4.3385	282	0.6447	0.2967	0.6447	0.8029
No log	4.3692	284	0.7316	0.2332	0.7316	0.8553
No log	4.4	286	0.6891	0.3661	0.6891	0.8301
No log	4.4308	288	0.6581	0.2994	0.6581	0.8112
No log	4.4615	290	0.6228	0.2749	0.6228	0.7892
No log	4.4923	292	0.6202	0.2809	0.6202	0.7876
No log	4.5231	294	0.6363	0.2273	0.6363	0.7977
No log	4.5538	296	0.6376	0.2457	0.6376	0.7985
No log	4.5846	298	0.6747	0.2749	0.6747	0.8214
No log	4.6154	300	0.6748	0.2471	0.6748	0.8215
No log	4.6462	302	0.6739	0.2457	0.6739	0.8209
No log	4.6769	304	0.6802	0.2471	0.6802	0.8248
No log	4.7077	306	0.6935	0.2832	0.6935	0.8328
No log	4.7385	308	0.6845	0.2832	0.6845	0.8274
No log	4.7692	310	0.6900	0.2727	0.6900	0.8307
No log	4.8	312	0.6630	0.2832	0.6630	0.8143
No log	4.8308	314	0.6491	0.2727	0.6491	0.8057
No log	4.8615	316	0.6624	0.2444	0.6624	0.8139
No log	4.8923	318	0.6819	0.2258	0.6819	0.8258
No log	4.9231	320	0.7261	0.2239	0.7261	0.8521
No log	4.9538	322	0.6783	0.3224	0.6783	0.8236
No log	4.9846	324	0.6550	0.3118	0.6550	0.8093
No log	5.0154	326	0.6645	0.2444	0.6645	0.8152
No log	5.0462	328	0.6663	0.2917	0.6663	0.8163
No log	5.0769	330	0.7500	0.2323	0.7500	0.8660
No log	5.1077	332	0.7911	0.2239	0.7911	0.8895
No log	5.1385	334	0.6941	0.2593	0.6941	0.8331
No log	5.1692	336	0.6824	0.2593	0.6824	0.8261
No log	5.2	338	0.7645	0.2323	0.7645	0.8743
No log	5.2308	340	0.8573	0.1469	0.8573	0.9259
No log	5.2615	342	0.7951	0.2332	0.7951	0.8917
No log	5.2923	344	0.7074	0.2169	0.7074	0.8411
No log	5.3231	346	0.6737	0.2688	0.6737	0.8208
No log	5.3538	348	0.7489	0.0391	0.7489	0.8654
No log	5.3846	350	0.7568	0.0928	0.7568	0.8700
No log	5.4154	352	0.7177	0.1910	0.7177	0.8472
No log	5.4462	354	0.6737	0.2941	0.6737	0.8208
No log	5.4769	356	0.8321	0.2161	0.8321	0.9122
No log	5.5077	358	1.0093	0.1074	1.0093	1.0046
No log	5.5385	360	0.9571	0.1336	0.9571	0.9783
No log	5.5692	362	0.7618	0.2332	0.7618	0.8728
No log	5.6	364	0.6283	0.2967	0.6283	0.7926
No log	5.6308	366	0.6677	0.2265	0.6677	0.8171
No log	5.6615	368	0.6581	0.2265	0.6581	0.8113
No log	5.6923	370	0.6178	0.3636	0.6178	0.7860
No log	5.7231	372	0.6217	0.2994	0.6217	0.7885
No log	5.7538	374	0.6696	0.3043	0.6696	0.8183
No log	5.7846	376	0.6922	0.3043	0.6922	0.8320
No log	5.8154	378	0.6459	0.3043	0.6459	0.8037
No log	5.8462	380	0.5872	0.3103	0.5872	0.7663
No log	5.8769	382	0.5962	0.2184	0.5962	0.7721
No log	5.9077	384	0.6270	0.2265	0.6270	0.7918
No log	5.9385	386	0.6062	0.2184	0.6062	0.7786
No log	5.9692	388	0.6052	0.3520	0.6052	0.7780
No log	6.0	390	0.7211	0.3043	0.7211	0.8492
No log	6.0308	392	0.7964	0.2000	0.7964	0.8924
No log	6.0615	394	0.7512	0.1759	0.7512	0.8667
No log	6.0923	396	0.6328	0.3661	0.6328	0.7955
No log	6.1231	398	0.5981	0.2558	0.5981	0.7734
No log	6.1538	400	0.6539	0.1163	0.6539	0.8086
No log	6.1846	402	0.6576	0.1163	0.6576	0.8110
No log	6.2154	404	0.6188	0.1429	0.6188	0.7866
No log	6.2462	406	0.6040	0.2749	0.6040	0.7772
No log	6.2769	408	0.6702	0.3016	0.6702	0.8187
No log	6.3077	410	0.7226	0.2410	0.7226	0.8501
No log	6.3385	412	0.7207	0.2917	0.7207	0.8489
No log	6.3692	414	0.6513	0.3118	0.6513	0.8070
No log	6.4	416	0.6199	0.3862	0.6199	0.7873
No log	6.4308	418	0.6168	0.3118	0.6168	0.7854
No log	6.4615	420	0.6218	0.2865	0.6218	0.7886
No log	6.4923	422	0.6305	0.3089	0.6305	0.7940
No log	6.5231	424	0.6552	0.3089	0.6552	0.8094
No log	6.5538	426	0.6925	0.3089	0.6925	0.8322
No log	6.5846	428	0.6852	0.3089	0.6852	0.8278
No log	6.6154	430	0.6478	0.3191	0.6478	0.8049
No log	6.6462	432	0.6190	0.4167	0.6190	0.7868
No log	6.6769	434	0.6039	0.4167	0.6039	0.7771
No log	6.7077	436	0.5988	0.3730	0.5988	0.7738
No log	6.7385	438	0.6185	0.3191	0.6185	0.7865
No log	6.7692	440	0.6176	0.3089	0.6176	0.7859
No log	6.8	442	0.6090	0.3617	0.6090	0.7804
No log	6.8308	444	0.6150	0.3089	0.6150	0.7842
No log	6.8615	446	0.5906	0.3617	0.5906	0.7685
No log	6.8923	448	0.5739	0.3591	0.5739	0.7575
No log	6.9231	450	0.5765	0.2914	0.5765	0.7593
No log	6.9538	452	0.5814	0.2809	0.5814	0.7625
No log	6.9846	454	0.5891	0.2809	0.5891	0.7676
No log	7.0154	456	0.5924	0.2809	0.5924	0.7697
No log	7.0462	458	0.6016	0.2941	0.6016	0.7756
No log	7.0769	460	0.6486	0.3118	0.6486	0.8054
No log	7.1077	462	0.6732	0.3118	0.6732	0.8205
No log	7.1385	464	0.6427	0.3089	0.6427	0.8017
No log	7.1692	466	0.6034	0.2941	0.6034	0.7768
No log	7.2	468	0.5981	0.2914	0.5981	0.7734
No log	7.2308	470	0.5961	0.2914	0.5961	0.7721
No log	7.2615	472	0.5927	0.2914	0.5927	0.7699
No log	7.2923	474	0.5906	0.2609	0.5906	0.7685
No log	7.3231	476	0.6103	0.2914	0.6103	0.7812
No log	7.3538	478	0.6444	0.3149	0.6444	0.8027
No log	7.3846	480	0.6555	0.3149	0.6555	0.8096
No log	7.4154	482	0.6512	0.3149	0.6512	0.8070
No log	7.4462	484	0.6254	0.2360	0.6254	0.7908
No log	7.4769	486	0.5936	0.2558	0.5936	0.7704
No log	7.5077	488	0.5775	0.2683	0.5775	0.7599
No log	7.5385	490	0.5838	0.2289	0.5838	0.7641
No log	7.5692	492	0.5995	0.1902	0.5995	0.7743
No log	7.6	494	0.5978	0.2289	0.5978	0.7731
No log	7.6308	496	0.5968	0.2663	0.5968	0.7725
No log	7.6615	498	0.6065	0.2727	0.6065	0.7788
0.3931	7.6923	500	0.6234	0.2967	0.6234	0.7895
0.3931	7.7231	502	0.6483	0.3118	0.6483	0.8051
0.3931	7.7538	504	0.6626	0.3118	0.6626	0.8140
0.3931	7.7846	506	0.6427	0.2865	0.6427	0.8017
0.3931	7.8154	508	0.6316	0.2941	0.6316	0.7948
0.3931	7.8462	510	0.6327	0.2527	0.6327	0.7954
0.3931	7.8769	512	0.6283	0.2527	0.6283	0.7926
0.3931	7.9077	514	0.6146	0.2941	0.6146	0.7840
0.3931	7.9385	516	0.6057	0.2914	0.6057	0.7783
0.3931	7.9692	518	0.6038	0.2644	0.6038	0.7770
0.3931	8.0	520	0.6071	0.2626	0.6071	0.7792
0.3931	8.0308	522	0.6019	0.2626	0.6019	0.7758
0.3931	8.0615	524	0.5913	0.2663	0.5913	0.7690
0.3931	8.0923	526	0.5928	0.3263	0.5928	0.7699
0.3931	8.1231	528	0.5977	0.3617	0.5977	0.7731
0.3931	8.1538	530	0.5999	0.3661	0.5999	0.7746
0.3931	8.1846	532	0.6033	0.3661	0.6033	0.7767
0.3931	8.2154	534	0.6104	0.3708	0.6104	0.7813
0.3931	8.2462	536	0.6066	0.3661	0.6066	0.7789
0.3931	8.2769	538	0.5994	0.3661	0.5994	0.7742
0.3931	8.3077	540	0.5948	0.2889	0.5948	0.7712
0.3931	8.3385	542	0.5891	0.2967	0.5891	0.7675
0.3931	8.3692	544	0.5890	0.2967	0.5890	0.7675
0.3931	8.4	546	0.5942	0.2967	0.5942	0.7708
0.3931	8.4308	548	0.5981	0.2994	0.5981	0.7734
0.3931	8.4615	550	0.6057	0.2914	0.6057	0.7783
0.3931	8.4923	552	0.6038	0.2914	0.6038	0.7770
0.3931	8.5231	554	0.5926	0.2994	0.5926	0.7698
0.3931	8.5538	556	0.5813	0.2727	0.5813	0.7624
0.3931	8.5846	558	0.5788	0.2809	0.5788	0.7608
0.3931	8.6154	560	0.5824	0.3023	0.5824	0.7632
0.3931	8.6462	562	0.5833	0.3023	0.5833	0.7637
0.3931	8.6769	564	0.5824	0.3023	0.5824	0.7632
0.3931	8.7077	566	0.5827	0.2809	0.5827	0.7633
0.3931	8.7385	568	0.5885	0.2626	0.5885	0.7671
0.3931	8.7692	570	0.6075	0.2865	0.6075	0.7794
0.3931	8.8	572	0.6333	0.3661	0.6333	0.7958
0.3931	8.8308	574	0.6512	0.3708	0.6512	0.8070
0.3931	8.8615	576	0.6561	0.3708	0.6561	0.8100
0.3931	8.8923	578	0.6419	0.3661	0.6419	0.8012
0.3931	8.9231	580	0.6254	0.3617	0.6254	0.7908
0.3931	8.9538	582	0.6099	0.2865	0.6099	0.7809
0.3931	8.9846	584	0.5979	0.3149	0.5979	0.7732
0.3931	9.0154	586	0.5951	0.2787	0.5951	0.7715
0.3931	9.0462	588	0.5948	0.2889	0.5948	0.7713
0.3931	9.0769	590	0.5934	0.2889	0.5934	0.7703
0.3931	9.1077	592	0.5919	0.2787	0.5919	0.7694
0.3931	9.1385	594	0.5909	0.2809	0.5909	0.7687
0.3931	9.1692	596	0.5904	0.2941	0.5904	0.7684
0.3931	9.2	598	0.5915	0.2941	0.5915	0.7691
0.3931	9.2308	600	0.5963	0.3263	0.5963	0.7722
0.3931	9.2615	602	0.6048	0.3617	0.6048	0.7777
0.3931	9.2923	604	0.6122	0.3617	0.6122	0.7824
0.3931	9.3231	606	0.6152	0.3617	0.6152	0.7844
0.3931	9.3538	608	0.6203	0.3617	0.6203	0.7876
0.3931	9.3846	610	0.6216	0.3617	0.6216	0.7884
0.3931	9.4154	612	0.6193	0.3617	0.6193	0.7869
0.3931	9.4462	614	0.6183	0.3617	0.6183	0.7863
0.3931	9.4769	616	0.6136	0.3617	0.6136	0.7833
0.3931	9.5077	618	0.6074	0.3617	0.6074	0.7793
0.3931	9.5385	620	0.6029	0.3263	0.6029	0.7764
0.3931	9.5692	622	0.6002	0.3263	0.6002	0.7747
0.3931	9.6	624	0.5980	0.3263	0.5980	0.7733
0.3931	9.6308	626	0.5968	0.2609	0.5968	0.7725
0.3931	9.6615	628	0.5956	0.2609	0.5956	0.7717
0.3931	9.6923	630	0.5951	0.2707	0.5951	0.7714
0.3931	9.7231	632	0.5950	0.2609	0.5950	0.7713
0.3931	9.7538	634	0.5952	0.2609	0.5952	0.7715
0.3931	9.7846	636	0.5948	0.2707	0.5948	0.7712
0.3931	9.8154	638	0.5945	0.2609	0.5945	0.7710
0.3931	9.8462	640	0.5944	0.2609	0.5944	0.7710
0.3931	9.8769	642	0.5942	0.2609	0.5942	0.7709
0.3931	9.9077	644	0.5941	0.2941	0.5941	0.7708
0.3931	9.9385	646	0.5942	0.2941	0.5942	0.7708
0.3931	9.9692	648	0.5941	0.2941	0.5941	0.7708
0.3931	10.0	650	0.5941	0.2941	0.5941	0.7708

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1